4 papers
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment
Parismita Gogoi, Vishwanath Pratap Singh, Seema Khadirnaikar +6
This study explores the potential of Rhythm Formant Analysis (RFA) to capture long-term temporal modulations in dementia speech. Specifically, we introduce RFA-derived rhythm spect…
Tone recognition in low-resource languages of North-East India: peeling the layers of SSL-based speech models
Parismita Gogoi, Sishir Kalita, Wendy Lalhminghlui +4
This study explores the use of self-supervised learning (SSL) models for tone recognition in three low-resource languages from North Eastern India: Angami, Ao, and Mizo. We evaluat…
Analyzing long-term rhythm variations in Mising and Assamese using frequency domain correlates
Parismita Gogoi, Priyankoo Sarmah, S. R. M. Prasanna
The current work explores long-term speech rhythm variations to classify Mising and Assamese, two low-resourced languages from Assam, Northeast India. We study the temporal informa…
Exploring rhythm formant analysis for Indic language classification
Parismita Gogoi, Sishir Kalita, Priyankoo Sarmah +1
This paper reports a preliminary study on quantitative frequency domain rhythm cues for classifying five Indian languages: Bengali, Kannada, Malayalam, Marathi, and Tamil. We emplo…